Research Labs to
Real-World Results

Prompt Inversion is an applied AI lab integrating state-of-the-art research into enterprise-ready systems. We deliver secure and scalable solutions that have unlocked new capabilities and generated millions in cost savings for our clients.

Our track record spans the legal, healthcare, recruitment, education, and cybersecurity industries.

Our Services Include

1

AI Assessment & Strategy

We evaluate your existing systems and business needs to develop comprehensive AI implementation strategies. Our assessments identify high-impact opportunities, address technical gaps, and create roadmaps for AI integration that align with your business objectives.

2

Performance Optimization

We enhance your existing AI infrastructure to deliver exceptional speed and scale. Our optimization services dramatically improve processing efficiency, reduce costs, and enable your systems to handle enterprise-level workloads with minimal resources.

3

Data Science & Engineering

We design robust data infrastructure that transforms your information into valuable assets. Our solutions ensure quality, accessibility, and security while creating scalable pipelines optimized for advanced AI applications.

4

Custom Model Development

We develop tailored AI models trained on your specific data that outperform off-the-shelf solutions. From language processing and computer vision to autonomous agents, our solutions solve your complex business challenges with precision and adaptability.

Our Values

Ethical AI Development

We design AI systems that prioritize transparency, alignment, and safety by leveraging the latest research and standards.

Security & Compliance

We proactively safeguard your data and users by addressing emerging threats and integrating robust security measures with stringent compliance practices.

Fostering AI Literacy

We empower organizations to navigate the AI ecosystem with confidence by openly sharing our expertise through candid dialogue on AI’s potential and limitations.

Robert Woollam

CTO, Maitri Services

“Maitri is excited to partner with Prompt Inversion. This partnership signifies our dedication to providing our clients with expanded AI solutions using NLP technology and positions us to be a formidable contender in the Healthcare NLP landscape. Our discussions have left us thoroughly impressed, and we anticipate outstanding results from this collaborative team.”

Tony Zhang

Founder, Sbur

“Prompt Inversion has truly impressed us with their deep mastery of the rapidly evolving AI models and applications. Consisting of PhD students in AI at MIT and George Washington University as well as experienced ML engineers, they have hands-on experience in technology development in academia and industry. We have chosen to work with them as they have demonstrated their superb ability in delivering AI solutions to a number of clients, with most of them being repeat clients as well.”

Thiri Aung

CEO, Nyxion

“Prompt Inversion provided invaluable guidance in rearchitecting Nyxion's AI/ML strategy. Their comprehensive analysis highlighted critical issues with our existing roadmap and delivered actionable recommendations tailored to our platform’s priorities and constraints. The new AI/ML strategy they proposed aligns seamlessly with Nyxion’s capabilities and vision, offering a clear path for scaling our technology. Their expertise and professionalism made this a highly impactful engagement. We highly recommend their services!”

Joe Sullivan

CEO, Partybus

“Prompt Inversion’s expertise in agentic AI systems transformed our recruitment platform and allowed us to automate complex workflows. Their deep understanding of agentic frameworks helped us implement a highly intelligent and scalable solution that seamlessly integrates automation with human oversight. Beyond their technical capabilities, working with the team was a breeze—they are responsive, collaborative, and exceptionally skilled at translating business needs into cutting-edge AI solutions. I look forward to future projects with them and strongly recommend their team to anyone building AI-driven systems.”

Ernest Lopez

CEO, MergerAI

“Prompt Inversion helped establish the foundational AI architecture for the M&A software product my team and I have built. The team provided guidance on how to enhance the underlying model with M&A data using Retrieval-augmented Generation (RAG), how the data could then provide M&A guidance to users, and how they could further leverage the data via an AI Assistant. Without Prompt Inversion's expertise we would not be positioned to commercially launch our M&A product, which we are now doing.”

Recent blog posts

LLMs

Detecting AI-Generated Content: How to Spot the Bots 

We explore various methods to detect whether text is generated by LLMs.

March 31, 2025
Albert Chen
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LLMs
Agents

Choosing the Right Agentic Framework II

We finish grading six of the most popular agentic frameworks: LangChain’s LangGraph, Microsoft’s AutoGen, Pydantic’s PydanticAI, CrewAI, OpenAI’s Swarm, and Hugging Face’s Smolgents

March 24, 2025
Tejas Gopal
Read more
Agents
LLMs

Choosing the Right Agentic Framework I

We dissect six of the most popular agentic frameworks: LangChain’s LangGraph, Microsoft’s AutoGen, Pydantic’s PydanticAI, CrewAI, OpenAI’s Swarm, and Hugging Face’s Smolgents

March 17, 2025
Tejas Gopal
Read more